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基于平行视觉的小样本医学图像识别研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  沈甜雨
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平行视觉  小样本学习  医学图像识别  病灶区域分割  病变分级  
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 期号: 2021, 页码: 9
Authors:  Shen, Tianyu;  Hao, Kunkun;  Gou, Chao;  Wang, Fei-Yue
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medical image synthesis  generative adversarial network  mammogram  mass detection  
Integrating No.3 lymph nodes and primary tumor radiomics to predict lymph node metastasis in T1-2 gastric cancer 期刊论文
BMC Medical Imaging, 2021, 卷号: 21, 期号: 1, 页码: 10
Authors:  Wang,Xiaoxiao;  Li,Cong;  Fang,Mengjie;  Zhang,Liwen;  Zhong,Lianzhen;  Dong,Di;  Tian,Jie;  Shan,Xiuhong
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Stomach cancer  Lymph nodes  Nomogram  
Collaborative Adversarial Networks for Joint Synthesis and Segmentation of X-ray Breast Mass Images 会议论文
, Shanghai, China, 2020-11-06
Authors:  Shen, Tianyu;  Gou, Chao;  Wang, Jiangong;  Wang, Fei-Yue
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generative adversarial network  medical image synthesis  mass segmentation  X-ray breast mass  
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
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Graph neural network, image segmentation, self-attention, structure pattern learning.  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
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Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
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molecular imaging, machine learning, artificial intelligence  
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3585-3594
Authors:  Li, Cong;  Dong, Di;  Li, Liang;  Gong, Wei;  Li, Xiaohu;  Bai, Yan;  Wang, Meiyun;  Hu, Zhenhua;  Zha, Yunfei;  Tian, Jie
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COVID-19  radiomics  deep learning  computed tomography (CT)  
脑启发的深度神经网络自动演化 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  陈智强
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脑启发,深度神经网络,动态类别聚类,压缩与结构塑形,旋转群同构 卷积  
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: PP, 期号: 99, 页码: 1-1
Authors:  Yanjie,Zhou;  Xiaoliang,Xie;  Xiaohu,Zhou;  Shiqi,Liu;  Guibin,Bian;  Zengguang,Hou
View  |  Adobe PDF(18710Kb)  |  Favorite  |  View/Download:46/9  |  Submit date:2020/11/05
deep learning  guidewire  X-ray fluoroscopy  segmentation and localization  robot-assisted intervention